Human-in-the-loop
AI proposes. People decide.
Institutional responsibility always remains with people. The collaboration model is explicit: intelligence assists; humans review, approve, and stay accountable.
AI proposes · Humans review · Humans approve · Humans remain accountable
Artificial Intelligence should amplify responsible human judgment, not replace it.
Collaboration model
Four steps that keep people in charge
AI proposes
The platform may suggest actions, summaries, or insights based on available context.
Humans review
Operators and leaders examine recommendations against policy, ethics, and situational judgment.
Humans approve
Consequential steps require human confirmation. Automation does not silently conclude critical outcomes.
Humans remain accountable
Duty of care, legal responsibility, and institutional authority stay with people and organizations.
Workflow
Conceptual collaboration diagram
Operators and platform intelligence work together. Approval and accountability stay human.
AI proposes · Humans review · Humans approve · Humans remain accountable
Governance
How responsibility is protected by design
Responsible AI describes the controls and stewardship around intelligence capabilities.